Task 14109917
| Name | ParityModified-1647042329-25604-3-0_0 |
| Workunit | 11176592 |
| Created | 30 Mar 2022, 22:53:38 UTC |
| Sent | 3 Apr 2022, 10:29:20 UTC |
| Report deadline | 11 Apr 2022, 10:29:20 UTC |
| Received | 4 Apr 2022, 20:53:29 UTC |
| Server state | Over |
| Outcome | Success |
| Client state | Done |
| Exit status | 0 (0x00000000) |
| Computer ID | 11257 |
| Run time | 2 hours 20 min 33 sec |
| CPU time | 2 hours 20 min 27 sec |
| Validate state | Valid |
| Credit | 4,160.00 |
| Device peak FLOPS | 14,365.62 GFLOPS |
| Application version | Machine Learning Dataset Generator (GPU) v9.80 (cuda10200) x86_64-pc-linux-gnu |
| Peak working set size | 2.31 GB |
| Peak swap size | 10.55 GB |
| Peak disk usage | 2.99 GB |
Stderr output
<core_client_version>7.16.6</core_client_version> <![CDATA[ <stderr_txt> 2:22:14 main:581] : INFO : Epoch 1538 | loss: 0.0312063 | val_loss: 0.0311999 | Time: 4295.37 ms [2022-04-04 22:22:18 main:581] : INFO : Epoch 1539 | loss: 0.0312055 | val_loss: 0.0312 | Time: 4176.37 ms [2022-04-04 22:22:22 main:581] : INFO : Epoch 1540 | loss: 0.0312046 | val_loss: 0.0311998 | Time: 4273.27 ms [2022-04-04 22:22:27 main:581] : INFO : Epoch 1541 | loss: 0.0312045 | val_loss: 0.0311972 | Time: 4280.46 ms [2022-04-04 22:22:31 main:581] : INFO : Epoch 1542 | loss: 0.0312024 | val_loss: 0.0311968 | Time: 4296.1 ms [2022-04-04 22:22:35 main:581] : INFO : Epoch 1543 | loss: 0.0312015 | val_loss: 0.0311967 | Time: 4165.59 ms [2022-04-04 22:22:39 main:581] : INFO : Epoch 1544 | loss: 0.0312011 | val_loss: 0.0311995 | Time: 4226.05 ms [2022-04-04 22:22:43 main:581] : INFO : Epoch 1545 | loss: 0.0312021 | val_loss: 0.0311963 | Time: 4261.19 ms [2022-04-04 22:22:48 main:581] : INFO : Epoch 1546 | loss: 0.0312007 | val_loss: 0.0311966 | Time: 4219.56 ms [2022-04-04 22:22:52 main:581] : INFO : Epoch 1547 | loss: 0.0312005 | val_loss: 0.031196 | Time: 4225.51 ms [2022-04-04 22:22:56 main:581] : INFO : Epoch 1548 | loss: 0.0312 | val_loss: 0.0311958 | Time: 4333.27 ms [2022-04-04 22:23:01 main:581] : INFO : Epoch 1549 | loss: 0.0312007 | val_loss: 0.0311956 | Time: 4326.32 ms [2022-04-04 22:23:05 main:581] : INFO : Epoch 1550 | loss: 0.0312006 | val_loss: 0.0311957 | Time: 4233.38 ms [2022-04-04 22:23:09 main:581] : INFO : Epoch 1551 | loss: 0.0311994 | val_loss: 0.0311961 | Time: 4290.83 ms [2022-04-04 22:23:13 main:581] : INFO : Epoch 1552 | loss: 0.0311998 | val_loss: 0.031194 | Time: 4283.09 ms [2022-04-04 22:23:18 main:581] : INFO : Epoch 1553 | loss: 0.0311987 | val_loss: 0.031195 | Time: 4300.57 ms [2022-04-04 22:23:22 main:581] : INFO : Epoch 1554 | loss: 0.0311993 | val_loss: 0.0311966 | Time: 4292.96 ms [2022-04-04 22:23:26 main:581] : INFO : Epoch 1555 | loss: 0.0312037 | val_loss: 0.0311967 | Time: 4164.29 ms [2022-04-04 22:23:30 main:581] : INFO : Epoch 1556 | loss: 0.0312032 | val_loss: 0.0311971 | Time: 4175.22 ms [2022-04-04 22:23:35 main:581] : INFO : Epoch 1557 | loss: 0.0312011 | val_loss: 0.0311942 | Time: 4296.43 ms [2022-04-04 22:23:39 main:581] : INFO : Epoch 1558 | loss: 0.0311994 | val_loss: 0.0311975 | Time: 4293.94 ms [2022-04-04 22:23:43 main:581] : INFO : Epoch 1559 | loss: 0.0311994 | val_loss: 0.0311949 | Time: 4317.56 ms [2022-04-04 22:23:48 main:581] : INFO : Epoch 1560 | loss: 0.0311984 | val_loss: 0.0311936 | Time: 4282.1 ms [2022-04-04 22:23:52 main:581] : INFO : Epoch 1561 | loss: 0.0311982 | val_loss: 0.0311928 | Time: 4268.76 ms [2022-04-04 22:23:56 main:581] : INFO : Epoch 1562 | loss: 0.0311979 | val_loss: 0.0311939 | Time: 4200.62 ms [2022-04-04 22:24:00 main:581] : INFO : Epoch 1563 | loss: 0.0311965 | val_loss: 0.0311919 | Time: 4352.31 ms [2022-04-04 22:24:05 main:581] : INFO : Epoch 1564 | loss: 0.0311958 | val_loss: 0.0311906 | Time: 4228.09 ms [2022-04-04 22:24:09 main:581] : INFO : Epoch 1565 | loss: 0.0311962 | val_loss: 0.0311896 | Time: 4279.25 ms [2022-04-04 22:24:13 main:581] : INFO : Epoch 1566 | loss: 0.0311945 | val_loss: 0.0311873 | Time: 4292.8 ms [2022-04-04 22:24:17 main:581] : INFO : Epoch 1567 | loss: 0.0311932 | val_loss: 0.0311869 | Time: 4270.76 ms [2022-04-04 22:24:22 main:581] : INFO : Epoch 1568 | loss: 0.0311927 | val_loss: 0.0311875 | Time: 4276.15 ms [2022-04-04 22:24:26 main:581] : INFO : Epoch 1569 | loss: 0.0311925 | val_loss: 0.0311864 | Time: 4271.77 ms [2022-04-04 22:24:30 main:581] : INFO : Epoch 1570 | loss: 0.0311922 | val_loss: 0.0311873 | Time: 4281.6 ms [2022-04-04 22:24:35 main:581] : INFO : Epoch 1571 | loss: 0.0311918 | val_loss: 0.0311869 | Time: 4278.55 ms [2022-04-04 22:24:39 main:581] : INFO : Epoch 1572 | loss: 0.031192 | val_loss: 0.0311882 | Time: 4240.45 ms [2022-04-04 22:24:43 main:581] : INFO : Epoch 1573 | loss: 0.0311923 | val_loss: 0.0311888 | Time: 4246.77 ms [2022-04-04 22:24:47 main:581] : INFO : Epoch 1574 | loss: 0.0311917 | val_loss: 0.031188 | Time: 4229.45 ms [2022-04-04 22:24:51 main:581] : INFO : Epoch 1575 | loss: 0.0311915 | val_loss: 0.0311878 | Time: 4185.17 ms [2022-04-04 22:24:56 main:581] : INFO : Epoch 1576 | loss: 0.0311912 | val_loss: 0.0311891 | Time: 4279.61 ms [2022-04-04 22:25:00 main:581] : INFO : Epoch 1577 | loss: 0.0311929 | val_loss: 0.0311878 | Time: 4296.86 ms [2022-04-04 22:25:04 main:581] : INFO : Epoch 1578 | loss: 0.0311918 | val_loss: 0.0311856 | Time: 4296.33 ms [2022-04-04 22:25:09 main:581] : INFO : Epoch 1579 | loss: 0.031191 | val_loss: 0.031186 | Time: 4254.1 ms [2022-04-04 22:25:13 main:581] : INFO : Epoch 1580 | loss: 0.0311899 | val_loss: 0.031186 | Time: 4194.05 ms [2022-04-04 22:25:17 main:581] : INFO : Epoch 1581 | loss: 0.0311894 | val_loss: 0.0311854 | Time: 4303.19 ms [2022-04-04 22:25:21 main:581] : INFO : Epoch 1582 | loss: 0.0311894 | val_loss: 0.0311861 | Time: 4237.98 ms [2022-04-04 22:25:26 main:581] : INFO : Epoch 1583 | loss: 0.0311905 | val_loss: 0.0311866 | Time: 4232.72 ms [2022-04-04 22:25:30 main:581] : INFO : Epoch 1584 | loss: 0.0311909 | val_loss: 0.0311883 | Time: 4250 ms [2022-04-04 22:25:34 main:581] : INFO : Epoch 1585 | loss: 0.0311904 | val_loss: 0.031186 | Time: 4245.02 ms [2022-04-04 22:25:38 main:581] : INFO : Epoch 1586 | loss: 0.0311919 | val_loss: 0.0311877 | Time: 4376.4 ms [2022-04-04 22:25:43 main:581] : INFO : Epoch 1587 | loss: 0.0311914 | val_loss: 0.0311866 | Time: 4255.98 ms [2022-04-04 22:25:47 main:581] : INFO : Epoch 1588 | loss: 0.0311933 | val_loss: 0.0311908 | Time: 4250.49 ms [2022-04-04 22:25:51 main:581] : INFO : Epoch 1589 | loss: 0.031193 | val_loss: 0.0311869 | Time: 4302.44 ms [2022-04-04 22:25:56 main:581] : INFO : Epoch 1590 | loss: 0.0311923 | val_loss: 0.0311919 | Time: 4318.38 ms [2022-04-04 22:26:00 main:581] : INFO : Epoch 1591 | loss: 0.0311931 | val_loss: 0.0311856 | Time: 4159.32 ms [2022-04-04 22:26:04 main:581] : INFO : Epoch 1592 | loss: 0.0311909 | val_loss: 0.0311854 | Time: 4236.56 ms [2022-04-04 22:26:08 main:581] : INFO : Epoch 1593 | loss: 0.0311888 | val_loss: 0.0311825 | Time: 4281.37 ms [2022-04-04 22:26:12 main:581] : INFO : Epoch 1594 | loss: 0.0311871 | val_loss: 0.0311823 | Time: 4280.19 ms [2022-04-04 22:26:17 main:581] : INFO : Epoch 1595 | loss: 0.0311859 | val_loss: 0.0311809 | Time: 4310.12 ms [2022-04-04 22:26:21 main:581] : INFO : Epoch 1596 | loss: 0.0311856 | val_loss: 0.0311808 | Time: 4202.03 ms [2022-04-04 22:26:25 main:581] : INFO : Epoch 1597 | loss: 0.0311854 | val_loss: 0.0311805 | Time: 4294.19 ms [2022-04-04 22:26:30 main:581] : INFO : Epoch 1598 | loss: 0.0311856 | val_loss: 0.0311855 | Time: 4330.04 ms [2022-04-04 22:26:34 main:581] : INFO : Epoch 1599 | loss: 0.0311866 | val_loss: 0.0311804 | Time: 4288.97 ms [2022-04-04 22:26:38 main:581] : INFO : Epoch 1600 | loss: 0.0311842 | val_loss: 0.0311809 | Time: 4233.11 ms [2022-04-04 22:26:42 main:581] : INFO : Epoch 1601 | loss: 0.0311842 | val_loss: 0.0311813 | Time: 4198.16 ms [2022-04-04 22:26:47 main:581] : INFO : Epoch 1602 | loss: 0.0311848 | val_loss: 0.0311814 | Time: 4155 ms [2022-04-04 22:26:51 main:581] : INFO : Epoch 1603 | loss: 0.0311821 | val_loss: 0.0311803 | Time: 4384.67 ms [2022-04-04 22:26:55 main:581] : INFO : Epoch 1604 | loss: 0.0311818 | val_loss: 0.0311795 | Time: 4129.87 ms [2022-04-04 22:26:59 main:581] : INFO : Epoch 1605 | loss: 0.0311821 | val_loss: 0.0311804 | Time: 4247.29 ms [2022-04-04 22:27:03 main:581] : INFO : Epoch 1606 | loss: 0.0311828 | val_loss: 0.0311802 | Time: 4184.34 ms [2022-04-04 22:27:08 main:581] : INFO : Epoch 1607 | loss: 0.0311814 | val_loss: 0.03118 | Time: 4272.88 ms [2022-04-04 22:27:12 main:581] : INFO : Epoch 1608 | loss: 0.0311819 | val_loss: 0.0311789 | Time: 4173.17 ms [2022-04-04 22:27:16 main:581] : INFO : Epoch 1609 | loss: 0.0311822 | val_loss: 0.0311809 | Time: 4208 ms [2022-04-04 22:27:20 main:581] : INFO : Epoch 1610 | loss: 0.031182 | val_loss: 0.031179 | Time: 4266.94 ms [2022-04-04 22:27:25 main:581] : INFO : Epoch 1611 | loss: 0.0311817 | val_loss: 0.0311795 | Time: 4278.7 ms [2022-04-04 22:27:29 main:581] : INFO : Epoch 1612 | loss: 0.031182 | val_loss: 0.0311811 | Time: 4163.52 ms [2022-04-04 22:27:33 main:581] : INFO : Epoch 1613 | loss: 0.0311835 | val_loss: 0.0311804 | Time: 4307.24 ms [2022-04-04 22:27:37 main:581] : INFO : Epoch 1614 | loss: 0.0311823 | val_loss: 0.0311829 | Time: 4293.11 ms [2022-04-04 22:27:42 main:581] : INFO : Epoch 1615 | loss: 0.031181 | val_loss: 0.0311806 | Time: 4278.51 ms [2022-04-04 22:27:46 main:581] : INFO : Epoch 1616 | loss: 0.0311797 | val_loss: 0.0311796 | Time: 4248.68 ms [2022-04-04 22:27:50 main:581] : INFO : Epoch 1617 | loss: 0.0311795 | val_loss: 0.0311792 | Time: 4311.72 ms [2022-04-04 22:27:54 main:581] : INFO : Epoch 1618 | loss: 0.0311797 | val_loss: 0.0311796 | Time: 4190.53 ms [2022-04-04 22:27:59 main:581] : INFO : Epoch 1619 | loss: 0.0311787 | val_loss: 0.0311793 | Time: 4278.73 ms [2022-04-04 22:28:03 main:581] : INFO : Epoch 1620 | loss: 0.0311785 | val_loss: 0.0311789 | Time: 4148.85 ms [2022-04-04 22:28:07 main:581] : INFO : Epoch 1621 | loss: 0.0311786 | val_loss: 0.0311796 | Time: 4244.62 ms [2022-04-04 22:28:11 main:581] : INFO : Epoch 1622 | loss: 0.0311783 | val_loss: 0.0311788 | Time: 4257.3 ms [2022-04-04 22:28:16 main:581] : INFO : Epoch 1623 | loss: 0.0311783 | val_loss: 0.0311792 | Time: 4318.34 ms [2022-04-04 22:28:20 main:581] : INFO : Epoch 1624 | loss: 0.0311781 | val_loss: 0.0311787 | Time: 4159.94 ms [2022-04-04 22:28:24 main:581] : INFO : Epoch 1625 | loss: 0.0311781 | val_loss: 0.0311784 | Time: 4259.64 ms [2022-04-04 22:28:28 main:581] : INFO : Epoch 1626 | loss: 0.0311787 | val_loss: 0.0311783 | Time: 4207.05 ms [2022-04-04 22:28:33 main:581] : INFO : Epoch 1627 | loss: 0.03118 | val_loss: 0.0311802 | Time: 4278.79 ms [2022-04-04 22:28:37 main:581] : INFO : Epoch 1628 | loss: 0.031178 | val_loss: 0.0311814 | Time: 4258.69 ms [2022-04-04 22:28:41 main:581] : INFO : Epoch 1629 | loss: 0.0311801 | val_loss: 0.0311784 | Time: 4201.3 ms [2022-04-04 22:28:45 main:581] : INFO : Epoch 1630 | loss: 0.0311778 | val_loss: 0.0311792 | Time: 4207.19 ms [2022-04-04 22:28:50 main:581] : INFO : Epoch 1631 | loss: 0.0311773 | val_loss: 0.031178 | Time: 4240.32 ms [2022-04-04 22:28:54 main:581] : INFO : Epoch 1632 | loss: 0.0311777 | val_loss: 0.0311833 | Time: 4210.77 ms [2022-04-04 22:28:58 main:581] : INFO : Epoch 1633 | loss: 0.0311784 | val_loss: 0.0311832 | Time: 4210.41 ms [2022-04-04 22:29:02 main:581] : INFO : Epoch 1634 | loss: 0.0311778 | val_loss: 0.0311841 | Time: 4235.55 ms [2022-04-04 22:29:06 main:581] : INFO : Epoch 1635 | loss: 0.0311789 | val_loss: 0.0311804 | Time: 4238.11 ms [2022-04-04 22:29:11 main:581] : INFO : Epoch 1636 | loss: 0.0311777 | val_loss: 0.0311812 | Time: 4175.33 ms [2022-04-04 22:29:15 main:581] : INFO : Epoch 1637 | loss: 0.031178 | val_loss: 0.0311798 | Time: 4352.24 ms [2022-04-04 22:29:19 main:581] : INFO : Epoch 1638 | loss: 0.0311799 | val_loss: 0.0311832 | Time: 4237.57 ms [2022-04-04 22:29:23 main:581] : INFO : Epoch 1639 | loss: 0.0311781 | val_loss: 0.0311791 | Time: 4126.81 ms [2022-04-04 22:29:28 main:581] : INFO : Epoch 1640 | loss: 0.0311772 | val_loss: 0.031178 | Time: 4246.42 ms [2022-04-04 22:29:32 main:581] : INFO : Epoch 1641 | loss: 0.031177 | val_loss: 0.0311767 | Time: 4203.81 ms [2022-04-04 22:29:36 main:581] : INFO : Epoch 1642 | loss: 0.0311762 | val_loss: 0.0311758 | Time: 4292.05 ms [2022-04-04 22:29:40 main:581] : INFO : Epoch 1643 | loss: 0.0311762 | val_loss: 0.0311761 | Time: 4224.3 ms [2022-04-04 22:29:45 main:581] : INFO : Epoch 1644 | loss: 0.0311757 | val_loss: 0.0311761 | Time: 4389.17 ms [2022-04-04 22:29:49 main:581] : INFO : Epoch 1645 | loss: 0.0311771 | val_loss: 0.0311759 | Time: 4183.1 ms [2022-04-04 22:29:53 main:581] : INFO : Epoch 1646 | loss: 0.0311756 | val_loss: 0.0311768 | Time: 4252.86 ms [2022-04-04 22:29:57 main:581] : INFO : Epoch 1647 | loss: 0.0311762 | val_loss: 0.0311759 | Time: 4217.11 ms [2022-04-04 22:30:02 main:581] : INFO : Epoch 1648 | loss: 0.0311784 | val_loss: 0.0311828 | Time: 4280.61 ms [2022-04-04 22:30:06 main:581] : INFO : Epoch 1649 | loss: 0.0311777 | val_loss: 0.0311767 | Time: 4243.55 ms [2022-04-04 22:30:10 main:581] : INFO : Epoch 1650 | loss: 0.0311772 | val_loss: 0.0311757 | Time: 4286.09 ms [2022-04-04 22:30:14 main:581] : INFO : Epoch 1651 | loss: 0.0311768 | val_loss: 0.0311749 | Time: 4276.18 ms [2022-04-04 22:30:19 main:581] : INFO : Epoch 1652 | loss: 0.0311752 | val_loss: 0.0311762 | Time: 4250.11 ms [2022-04-04 22:30:23 main:581] : INFO : Epoch 1653 | loss: 0.0311761 | val_loss: 0.0311813 | Time: 4228.92 ms [2022-04-04 22:30:27 main:581] : INFO : Epoch 1654 | loss: 0.0311787 | val_loss: 0.0311822 | Time: 4217.85 ms [2022-04-04 22:30:31 main:581] : INFO : Epoch 1655 | loss: 0.0311763 | val_loss: 0.0311763 | Time: 4288.78 ms [2022-04-04 22:30:36 main:581] : INFO : Epoch 1656 | loss: 0.0311758 | val_loss: 0.031181 | Time: 4348.9 ms [2022-04-04 22:30:40 main:581] : INFO : Epoch 1657 | loss: 0.0311777 | val_loss: 0.0311804 | Time: 4196.83 ms [2022-04-04 22:30:44 main:581] : INFO : Epoch 1658 | loss: 0.0311759 | val_loss: 0.0311789 | Time: 4195.58 ms [2022-04-04 22:30:48 main:581] : INFO : Epoch 1659 | loss: 0.0311756 | val_loss: 0.0311754 | Time: 4173.8 ms [2022-04-04 22:30:53 main:581] : INFO : Epoch 1660 | loss: 0.0311744 | val_loss: 0.0311808 | Time: 4231.28 ms [2022-04-04 22:30:57 main:581] : INFO : Epoch 1661 | loss: 0.0311746 | val_loss: 0.0311772 | Time: 4231.09 ms [2022-04-04 22:31:01 main:581] : INFO : Epoch 1662 | loss: 0.0311755 | val_loss: 0.0311759 | Time: 4241.75 ms [2022-04-04 22:31:05 main:581] : INFO : Epoch 1663 | loss: 0.0311748 | val_loss: 0.0311768 | Time: 4237.04 ms [2022-04-04 22:31:10 main:581] : INFO : Epoch 1664 | loss: 0.0311737 | val_loss: 0.0311774 | Time: 4275.93 ms [2022-04-04 22:31:14 main:581] : INFO : Epoch 1665 | loss: 0.0311733 | val_loss: 0.0311759 | Time: 4142.6 ms [2022-04-04 22:31:18 main:581] : INFO : Epoch 1666 | loss: 0.0311733 | val_loss: 0.0311813 | Time: 4246.44 ms [2022-04-04 22:31:22 main:581] : INFO : Epoch 1667 | loss: 0.0311734 | val_loss: 0.0311752 | Time: 4208.16 ms [2022-04-04 22:31:26 main:581] : INFO : Epoch 1668 | loss: 0.0311728 | val_loss: 0.0311769 | Time: 4216.49 ms [2022-04-04 22:31:31 main:581] : INFO : Epoch 1669 | loss: 0.031175 | val_loss: 0.0311758 | Time: 4193.27 ms [2022-04-04 22:31:35 main:581] : INFO : Epoch 1670 | loss: 0.0311745 | val_loss: 0.0311743 | Time: 4269.93 ms [2022-04-04 22:31:39 main:581] : INFO : Epoch 1671 | loss: 0.0311739 | val_loss: 0.0311759 | Time: 4203.3 ms [2022-04-04 22:31:43 main:581] : INFO : Epoch 1672 | loss: 0.0311749 | val_loss: 0.0311775 | Time: 4296.05 ms [2022-04-04 22:31:48 main:581] : INFO : Epoch 1673 | loss: 0.0311746 | val_loss: 0.0311776 | Time: 4296.72 ms [2022-04-04 22:31:52 main:581] : INFO : Epoch 1674 | loss: 0.0311733 | val_loss: 0.0311776 | Time: 4196.09 ms [2022-04-04 22:31:56 main:581] : INFO : Epoch 1675 | loss: 0.031174 | val_loss: 0.0311757 | Time: 4194.16 ms [2022-04-04 22:32:00 main:581] : INFO : Epoch 1676 | loss: 0.0311809 | val_loss: 0.0311835 | Time: 4290.96 ms [2022-04-04 22:32:05 main:581] : INFO : Epoch 1677 | loss: 0.0311834 | val_loss: 0.0311805 | Time: 4209.52 ms [2022-04-04 22:32:09 main:581] : INFO : Epoch 1678 | loss: 0.0311802 | val_loss: 0.0311796 | Time: 4286.13 ms [2022-04-04 22:32:13 main:581] : INFO : Epoch 1679 | loss: 0.0311812 | val_loss: 0.0311819 | Time: 4166.13 ms [2022-04-04 22:32:17 main:581] : INFO : Epoch 1680 | loss: 0.0311816 | val_loss: 0.031181 | Time: 4171.02 ms [2022-04-04 22:32:21 main:581] : INFO : Epoch 1681 | loss: 0.0311818 | val_loss: 0.0311819 | Time: 4169.7 ms [2022-04-04 22:32:26 main:581] : INFO : Epoch 1682 | loss: 0.0311831 | val_loss: 0.0311819 | Time: 4159.36 ms [2022-04-04 22:32:30 main:581] : INFO : Epoch 1683 | loss: 0.0311814 | val_loss: 0.0311794 | Time: 4280.8 ms [2022-04-04 22:32:34 main:581] : INFO : Epoch 1684 | loss: 0.0311818 | val_loss: 0.0311826 | Time: 4131.67 ms [2022-04-04 22:32:38 main:581] : INFO : Epoch 1685 | loss: 0.0311814 | val_loss: 0.0311818 | Time: 4282.28 ms [2022-04-04 22:32:42 main:581] : INFO : Epoch 1686 | loss: 0.0311825 | val_loss: 0.0311816 | Time: 4243.91 ms [2022-04-04 22:32:47 main:581] : INFO : Epoch 1687 | loss: 0.0311829 | val_loss: 0.0311813 | Time: 4187.33 ms [2022-04-04 22:32:51 main:581] : INFO : Epoch 1688 | loss: 0.0311817 | val_loss: 0.0311805 | Time: 4250.92 ms [2022-04-04 22:32:55 main:581] : INFO : Epoch 1689 | loss: 0.0311807 | val_loss: 0.0311805 | Time: 4223.63 ms [2022-04-04 22:32:59 main:581] : INFO : Epoch 1690 | loss: 0.0311803 | val_loss: 0.0311802 | Time: 4215.2 ms [2022-04-04 22:33:04 main:581] : INFO : Epoch 1691 | loss: 0.0311802 | val_loss: 0.0311831 | Time: 4252.3 ms [2022-04-04 22:33:08 main:581] : INFO : Epoch 1692 | loss: 0.0311815 | val_loss: 0.031182 | Time: 4188.26 ms [2022-04-04 22:33:12 main:581] : INFO : Epoch 1693 | loss: 0.0311812 | val_loss: 0.0311813 | Time: 4274.72 ms [2022-04-04 22:33:16 main:581] : INFO : Epoch 1694 | loss: 0.0311822 | val_loss: 0.0311827 | Time: 4219.37 ms [2022-04-04 22:33:21 main:581] : INFO : Epoch 1695 | loss: 0.0311816 | val_loss: 0.0311813 | Time: 4301.34 ms [2022-04-04 22:33:25 main:581] : INFO : Epoch 1696 | loss: 0.0311809 | val_loss: 0.0311815 | Time: 4221.06 ms [2022-04-04 22:33:29 main:581] : INFO : Epoch 1697 | loss: 0.03118 | val_loss: 0.0311827 | Time: 4262.89 ms [2022-04-04 22:33:33 main:581] : INFO : Epoch 1698 | loss: 0.0311802 | val_loss: 0.0311823 | Time: 4238.19 ms [2022-04-04 22:33:38 main:581] : INFO : Epoch 1699 | loss: 0.0311786 | val_loss: 0.0311792 | Time: 4276.04 ms [2022-04-04 22:33:42 main:581] : INFO : Epoch 1700 | loss: 0.0311789 | val_loss: 0.0311829 | Time: 4129.55 ms [2022-04-04 22:33:46 main:581] : INFO : Epoch 1701 | loss: 0.0311786 | val_loss: 0.0311792 | Time: 4233.56 ms [2022-04-04 22:33:50 main:581] : INFO : Epoch 1702 | loss: 0.0311777 | val_loss: 0.031179 | Time: 4216.61 ms [2022-04-04 22:33:54 main:581] : INFO : Epoch 1703 | loss: 0.0311767 | val_loss: 0.0311791 | Time: 4230.66 ms [2022-04-04 22:33:59 main:581] : INFO : Epoch 1704 | loss: 0.0311778 | val_loss: 0.0311811 | Time: 4223.88 ms [2022-04-04 22:34:03 main:581] : INFO : Epoch 1705 | loss: 0.0311781 | val_loss: 0.0311804 | Time: 4256.64 ms [2022-04-04 22:34:07 main:581] : INFO : Epoch 1706 | loss: 0.0311779 | val_loss: 0.0311792 | Time: 4279.32 ms [2022-04-04 22:34:11 main:581] : INFO : Epoch 1707 | loss: 0.0311767 | val_loss: 0.0311814 | Time: 4277.32 ms [2022-04-04 22:34:16 main:581] : INFO : Epoch 1708 | loss: 0.031177 | val_loss: 0.0311805 | Time: 4252.17 ms [2022-04-04 22:34:20 main:581] : INFO : Epoch 1709 | loss: 0.0311799 | val_loss: 0.0311829 | Time: 4139.77 ms [2022-04-04 22:34:24 main:581] : INFO : Epoch 1710 | loss: 0.0311768 | val_loss: 0.0311804 | Time: 4214.63 ms [2022-04-04 22:34:28 main:581] : INFO : Epoch 1711 | loss: 0.0311764 | val_loss: 0.0311812 | Time: 4240.37 ms [2022-04-04 22:34:33 main:581] : INFO : Epoch 1712 | loss: 0.0311766 | val_loss: 0.0311796 | Time: 4376.37 ms [2022-04-04 22:34:37 main:581] : INFO : Epoch 1713 | loss: 0.0311764 | val_loss: 0.03118 | Time: 4200.31 ms [2022-04-04 22:34:41 main:581] : INFO : Epoch 1714 | loss: 0.0311762 | val_loss: 0.031181 | Time: 4259.16 ms [2022-04-04 22:34:45 main:581] : INFO : Epoch 1715 | loss: 0.0311774 | val_loss: 0.0311852 | Time: 4230.36 ms [2022-04-04 22:34:50 main:581] : INFO : Epoch 1716 | loss: 0.0311764 | val_loss: 0.0311808 | Time: 4193.25 ms [2022-04-04 22:34:54 main:581] : INFO : Epoch 1717 | loss: 0.0311756 | val_loss: 0.0311807 | Time: 4320.45 ms [2022-04-04 22:34:58 main:581] : INFO : Epoch 1718 | loss: 0.0311777 | val_loss: 0.0311808 | Time: 4178.64 ms [2022-04-04 22:35:02 main:581] : INFO : Epoch 1719 | loss: 0.031177 | val_loss: 0.0311798 | Time: 4293.19 ms [2022-04-04 22:35:07 main:581] : INFO : Epoch 1720 | loss: 0.0311763 | val_loss: 0.0311802 | Time: 4249.66 ms [2022-04-04 22:35:11 main:581] : INFO : Epoch 1721 | loss: 0.0311758 | val_loss: 0.0311794 | Time: 4217.65 ms [2022-04-04 22:35:15 main:581] : INFO : Epoch 1722 | loss: 0.0311755 | val_loss: 0.0311787 | Time: 4229.01 ms [2022-04-04 22:35:19 main:581] : INFO : Epoch 1723 | loss: 0.0311765 | val_loss: 0.0311784 | Time: 4241.94 ms [2022-04-04 22:35:23 main:581] : INFO : Epoch 1724 | loss: 0.0311759 | val_loss: 0.0311795 | Time: 4172.76 ms [2022-04-04 22:35:28 main:581] : INFO : Epoch 1725 | loss: 0.0311813 | val_loss: 0.0311815 | Time: 4300.56 ms [2022-04-04 22:35:31 main:581] : INFO : Epoch 1726 | loss: 0.031182 | val_loss: 0.0311785 | Time: 3563.25 ms [2022-04-04 22:35:35 main:581] : INFO : Epoch 1727 | loss: 0.0311805 | val_loss: 0.0311793 | Time: 3214.78 ms [2022-04-04 22:35:37 main:581] : INFO : Epoch 1728 | loss: 0.0311815 | val_loss: 0.0311796 | Time: 2928.6 ms [2022-04-04 22:35:40 main:581] : INFO : Epoch 1729 | loss: 0.0311799 | val_loss: 0.0311804 | Time: 2693.9 ms [2022-04-04 22:35:43 main:581] : INFO : Epoch 1730 | loss: 0.0311799 | val_loss: 0.0311816 | Time: 2545.26 ms [2022-04-04 22:35:45 main:581] : INFO : Epoch 1731 | loss: 0.031179 | val_loss: 0.0311768 | Time: 2495.86 ms [2022-04-04 22:35:48 main:581] : INFO : Epoch 1732 | loss: 0.0311779 | val_loss: 0.0311788 | Time: 2499.17 ms [2022-04-04 22:35:50 main:581] : INFO : Epoch 1733 | loss: 0.0311771 | val_loss: 0.0311819 | Time: 2496.38 ms [2022-04-04 22:35:53 main:581] : INFO : Epoch 1734 | loss: 0.0311785 | val_loss: 0.0311775 | Time: 2493.98 ms [2022-04-04 22:35:55 main:581] : INFO : Epoch 1735 | loss: 0.0311777 | val_loss: 0.0311778 | Time: 2496 ms [2022-04-04 22:35:58 main:581] : INFO : Epoch 1736 | loss: 0.0311776 | val_loss: 0.0311778 | Time: 2500.52 ms [2022-04-04 22:36:00 main:581] : INFO : Epoch 1737 | loss: 0.031177 | val_loss: 0.0311784 | Time: 2506.16 ms [2022-04-04 22:36:03 main:581] : INFO : Epoch 1738 | loss: 0.0311759 | val_loss: 0.031177 | Time: 2498.8 ms [2022-04-04 22:36:05 main:581] : INFO : Epoch 1739 | loss: 0.0311764 | val_loss: 0.0311773 | Time: 2497.73 ms [2022-04-04 22:36:08 main:581] : INFO : Epoch 1740 | loss: 0.031176 | val_loss: 0.0311764 | Time: 2501.34 ms [2022-04-04 22:36:10 main:581] : INFO : Epoch 1741 | loss: 0.0311759 | val_loss: 0.0311756 | Time: 2498.8 ms [2022-04-04 22:36:13 main:581] : INFO : Epoch 1742 | loss: 0.0311764 | val_loss: 0.0311766 | Time: 2499.19 ms [2022-04-04 22:36:15 main:581] : INFO : Epoch 1743 | loss: 0.0311756 | val_loss: 0.0311755 | Time: 2457.46 ms [2022-04-04 22:36:18 main:581] : INFO : Epoch 1744 | loss: 0.0311752 | val_loss: 0.0311755 | Time: 2383.8 ms [2022-04-04 22:36:20 main:581] : INFO : Epoch 1745 | loss: 0.031174 | val_loss: 0.0311765 | Time: 2352.98 ms [2022-04-04 22:36:22 main:581] : INFO : Epoch 1746 | loss: 0.031174 | val_loss: 0.0311747 | Time: 2355.79 ms [2022-04-04 22:36:25 main:581] : INFO : Epoch 1747 | loss: 0.0311751 | val_loss: 0.031178 | Time: 2311.67 ms [2022-04-04 22:36:27 main:581] : INFO : Epoch 1748 | loss: 0.031175 | val_loss: 0.0311752 | Time: 2291.23 ms [2022-04-04 22:36:29 main:581] : INFO : Epoch 1749 | loss: 0.0311743 | val_loss: 0.0311749 | Time: 2220.44 ms [2022-04-04 22:36:31 main:581] : INFO : Epoch 1750 | loss: 0.0311731 | val_loss: 0.0311735 | Time: 2187.78 ms [2022-04-04 22:36:33 main:581] : INFO : Epoch 1751 | loss: 0.0311727 | val_loss: 0.0311756 | Time: 2190.25 ms [2022-04-04 22:36:36 main:581] : INFO : Epoch 1752 | loss: 0.0311727 | val_loss: 0.0311737 | Time: 2188.4 ms [2022-04-04 22:36:38 main:581] : INFO : Epoch 1753 | loss: 0.0311725 | val_loss: 0.0311738 | Time: 2186.47 ms [2022-04-04 22:36:40 main:581] : INFO : Epoch 1754 | loss: 0.0311721 | val_loss: 0.0311729 | Time: 2188.42 ms [2022-04-04 22:36:42 main:581] : INFO : Epoch 1755 | loss: 0.031174 | val_loss: 0.0311743 | Time: 2199.42 ms [2022-04-04 22:36:45 main:581] : INFO : Epoch 1756 | loss: 0.0311747 | val_loss: 0.0311748 | Time: 2295.44 ms [2022-04-04 22:36:47 main:581] : INFO : Epoch 1757 | loss: 0.0311731 | val_loss: 0.0311764 | Time: 2298.17 ms [2022-04-04 22:36:49 main:581] : INFO : Epoch 1758 | loss: 0.0311744 | val_loss: 0.0311786 | Time: 2201.4 ms [2022-04-04 22:36:51 main:581] : INFO : Epoch 1759 | loss: 0.0311745 | val_loss: 0.031177 | Time: 2191.3 ms [2022-04-04 22:36:53 main:581] : INFO : Epoch 1760 | loss: 0.0311749 | val_loss: 0.0311766 | Time: 2195.88 ms [2022-04-04 22:36:56 main:581] : INFO : Epoch 1761 | loss: 0.0311759 | val_loss: 0.031177 | Time: 2191.66 ms [2022-04-04 22:36:58 main:581] : INFO : Epoch 1762 | loss: 0.0311749 | val_loss: 0.0311753 | Time: 2192.45 ms [2022-04-04 22:37:00 main:581] : INFO : Epoch 1763 | loss: 0.0311753 | val_loss: 0.0311762 | Time: 2192.1 ms [2022-04-04 22:37:02 main:581] : INFO : Epoch 1764 | loss: 0.031175 | val_loss: 0.0311766 | Time: 2190.76 ms [2022-04-04 22:37:04 main:581] : INFO : Epoch 1765 | loss: 0.031175 | val_loss: 0.0311768 | Time: 2191.88 ms [2022-04-04 22:37:07 main:581] : INFO : Epoch 1766 | loss: 0.0311778 | val_loss: 0.0311794 | Time: 2194.57 ms [2022-04-04 22:37:09 main:581] : INFO : Epoch 1767 | loss: 0.0311772 | val_loss: 0.0311776 | Time: 2191.78 ms [2022-04-04 22:37:11 main:581] : INFO : Epoch 1768 | loss: 0.0311764 | val_loss: 0.031176 | Time: 2191.45 ms [2022-04-04 22:37:13 main:581] : INFO : Epoch 1769 | loss: 0.0311763 | val_loss: 0.0311784 | Time: 2191.16 ms [2022-04-04 22:37:15 main:581] : INFO : Epoch 1770 | loss: 0.0311826 | val_loss: 0.0311828 | Time: 2191.49 ms [2022-04-04 22:37:18 main:581] : INFO : Epoch 1771 | loss: 0.0311819 | val_loss: 0.0311814 | Time: 2188.51 ms [2022-04-04 22:37:20 main:581] : INFO : Epoch 1772 | loss: 0.0311811 | val_loss: 0.0311806 | Time: 2188.12 ms [2022-04-04 22:37:22 main:581] : INFO : Epoch 1773 | loss: 0.0311802 | val_loss: 0.0311817 | Time: 2189.87 ms [2022-04-04 22:37:24 main:581] : INFO : Epoch 1774 | loss: 0.0311786 | val_loss: 0.0311783 | Time: 2188.62 ms [2022-04-04 22:37:26 main:581] : INFO : Epoch 1775 | loss: 0.0311791 | val_loss: 0.0311812 | Time: 2191.96 ms [2022-04-04 22:37:28 main:581] : INFO : Epoch 1776 | loss: 0.0311781 | val_loss: 0.0311794 | Time: 2192.59 ms [2022-04-04 22:37:31 main:581] : INFO : Epoch 1777 | loss: 0.0311767 | val_loss: 0.0311795 | Time: 2190.58 ms [2022-04-04 22:37:33 main:581] : INFO : Epoch 1778 | loss: 0.0311781 | val_loss: 0.0311813 | Time: 2190.44 ms [2022-04-04 22:37:35 main:581] : INFO : Epoch 1779 | loss: 0.0311799 | val_loss: 0.031184 | Time: 2189.86 ms [2022-04-04 22:37:37 main:581] : INFO : Epoch 1780 | loss: 0.0311818 | val_loss: 0.0311798 | Time: 2190.23 ms [2022-04-04 22:37:39 main:581] : INFO : Epoch 1781 | loss: 0.0311799 | val_loss: 0.03118 | Time: 2188.03 ms [2022-04-04 22:37:42 main:581] : INFO : Epoch 1782 | loss: 0.0311808 | val_loss: 0.0311825 | Time: 2191.15 ms [2022-04-04 22:37:44 main:581] : INFO : Epoch 1783 | loss: 0.0311787 | val_loss: 0.0311789 | Time: 2190.16 ms [2022-04-04 22:37:46 main:581] : INFO : Epoch 1784 | loss: 0.0311795 | val_loss: 0.031185 | Time: 2189.27 ms [2022-04-04 22:37:48 main:581] : INFO : Epoch 1785 | loss: 0.0311845 | val_loss: 0.0311836 | Time: 2187.24 ms [2022-04-04 22:37:50 main:581] : INFO : Epoch 1786 | loss: 0.0311837 | val_loss: 0.0311853 | Time: 2188.62 ms [2022-04-04 22:37:53 main:581] : INFO : Epoch 1787 | loss: 0.0311825 | val_loss: 0.0311817 | Time: 2190.73 ms [2022-04-04 22:37:55 main:581] : INFO : Epoch 1788 | loss: 0.0311819 | val_loss: 0.0311807 | Time: 2187.59 ms [2022-04-04 22:37:57 main:581] : INFO : Epoch 1789 | loss: 0.0311804 | val_loss: 0.0311826 | Time: 2189.27 ms [2022-04-04 22:37:59 main:581] : INFO : Epoch 1790 | loss: 0.0311806 | val_loss: 0.0311804 | Time: 2187.68 ms [2022-04-04 22:38:01 main:581] : INFO : Epoch 1791 | loss: 0.0311848 | val_loss: 0.0311867 | Time: 2192.54 ms [2022-04-04 22:38:03 main:581] : INFO : Epoch 1792 | loss: 0.0311891 | val_loss: 0.0311875 | Time: 2195.74 ms [2022-04-04 22:38:06 main:581] : INFO : Epoch 1793 | loss: 0.0311893 | val_loss: 0.0311884 | Time: 2192.05 ms [2022-04-04 22:38:08 main:581] : INFO : Epoch 1794 | loss: 0.0311884 | val_loss: 0.0311831 | Time: 2195.04 ms [2022-04-04 22:38:10 main:581] : INFO : Epoch 1795 | loss: 0.0311868 | val_loss: 0.0311822 | Time: 2192.57 ms [2022-04-04 22:38:12 main:581] : INFO : Epoch 1796 | loss: 0.0311861 | val_loss: 0.0311812 | Time: 2193.11 ms [2022-04-04 22:38:14 main:581] : INFO : Epoch 1797 | loss: 0.0311846 | val_loss: 0.031181 | Time: 2194.54 ms [2022-04-04 22:38:17 main:581] : INFO : Epoch 1798 | loss: 0.0311841 | val_loss: 0.0311818 | Time: 2198.56 ms [2022-04-04 22:38:19 main:581] : INFO : Epoch 1799 | loss: 0.0311851 | val_loss: 0.0311846 | Time: 2194.9 ms [2022-04-04 22:38:21 main:581] : INFO : Epoch 1800 | loss: 0.031185 | val_loss: 0.0311824 | Time: 2192.64 ms [2022-04-04 22:38:23 main:581] : INFO : Epoch 1801 | loss: 0.0311836 | val_loss: 0.0311823 | Time: 2192.42 ms [2022-04-04 22:38:25 main:581] : INFO : Epoch 1802 | loss: 0.0311837 | val_loss: 0.0311811 | Time: 2195.25 ms [2022-04-04 22:38:28 main:581] : INFO : Epoch 1803 | loss: 0.031184 | val_loss: 0.0311824 | Time: 2195.9 ms [2022-04-04 22:38:30 main:581] : INFO : Epoch 1804 | loss: 0.0311851 | val_loss: 0.031184 | Time: 2193.97 ms [2022-04-04 22:38:32 main:581] : INFO : Epoch 1805 | loss: 0.031186 | val_loss: 0.0311842 | Time: 2197.63 ms [2022-04-04 22:38:34 main:581] : INFO : Epoch 1806 | loss: 0.0311889 | val_loss: 0.0311878 | Time: 2194.72 ms [2022-04-04 22:38:36 main:581] : INFO : Epoch 1807 | loss: 0.031188 | val_loss: 0.0311863 | Time: 2198.18 ms [2022-04-04 22:38:39 main:581] : INFO : Epoch 1808 | loss: 0.0311885 | val_loss: 0.0311858 | Time: 2196.37 ms [2022-04-04 22:38:41 main:581] : INFO : Epoch 1809 | loss: 0.0311879 | val_loss: 0.0311856 | Time: 2196.31 ms [2022-04-04 22:38:43 main:581] : INFO : Epoch 1810 | loss: 0.0311867 | val_loss: 0.0311836 | Time: 2192.08 ms [2022-04-04 22:38:45 main:581] : INFO : Epoch 1811 | loss: 0.0311866 | val_loss: 0.0311885 | Time: 2192.33 ms [2022-04-04 22:38:47 main:581] : INFO : Epoch 1812 | loss: 0.0311865 | val_loss: 0.0311854 | Time: 2197.16 ms [2022-04-04 22:38:50 main:581] : INFO : Epoch 1813 | loss: 0.0311868 | val_loss: 0.0311867 | Time: 2200.54 ms [2022-04-04 22:38:52 main:581] : INFO : Epoch 1814 | loss: 0.0311862 | val_loss: 0.0311859 | Time: 2195.7 ms [2022-04-04 22:38:54 main:581] : INFO : Epoch 1815 | loss: 0.0311852 | val_loss: 0.0311849 | Time: 2197.05 ms [2022-04-04 22:38:56 main:581] : INFO : Epoch 1816 | loss: 0.0311837 | val_loss: 0.0311843 | Time: 2193.48 ms [2022-04-04 22:38:58 main:581] : INFO : Epoch 1817 | loss: 0.0311848 | val_loss: 0.0311849 | Time: 2194.09 ms [2022-04-04 22:39:01 main:581] : INFO : Epoch 1818 | loss: 0.0311865 | val_loss: 0.0311855 | Time: 2196.77 ms [2022-04-04 22:39:03 main:581] : INFO : Epoch 1819 | loss: 0.0311843 | val_loss: 0.0311857 | Time: 2195.42 ms [2022-04-04 22:39:05 main:581] : INFO : Epoch 1820 | loss: 0.0311848 | val_loss: 0.0311847 | Time: 2196.27 ms [2022-04-04 22:39:07 main:581] : INFO : Epoch 1821 | loss: 0.0311827 | val_loss: 0.0311844 | Time: 2195.3 ms [2022-04-04 22:39:09 main:581] : INFO : Epoch 1822 | loss: 0.0311835 | val_loss: 0.0311836 | Time: 2196.92 ms [2022-04-04 22:39:12 main:581] : INFO : Epoch 1823 | loss: 0.0311834 | val_loss: 0.0311834 | Time: 2197.25 ms [2022-04-04 22:39:14 main:581] : INFO : Epoch 1824 | loss: 0.0311842 | val_loss: 0.0311877 | Time: 2198.78 ms [2022-04-04 22:39:16 main:581] : INFO : Epoch 1825 | loss: 0.0311879 | val_loss: 0.0311868 | Time: 2193.88 ms [2022-04-04 22:39:18 main:581] : INFO : Epoch 1826 | loss: 0.0311878 | val_loss: 0.0311875 | Time: 2193.05 ms [2022-04-04 22:39:20 main:581] : INFO : Epoch 1827 | loss: 0.0311894 | val_loss: 0.0311904 | Time: 2194.01 ms [2022-04-04 22:39:23 main:581] : INFO : Epoch 1828 | loss: 0.0311883 | val_loss: 0.0311882 | Time: 2201.88 ms [2022-04-04 22:39:25 main:581] : INFO : Epoch 1829 | loss: 0.0311845 | val_loss: 0.0311859 | Time: 2200 ms [2022-04-04 22:39:27 main:581] : INFO : Epoch 1830 | loss: 0.0311841 | val_loss: 0.031185 | Time: 2195.4 ms [2022-04-04 22:39:29 main:581] : INFO : Epoch 1831 | loss: 0.0311835 | val_loss: 0.0311841 | Time: 2192.57 ms [2022-04-04 22:39:31 main:581] : INFO : Epoch 1832 | loss: 0.0311832 | val_loss: 0.0311844 | Time: 2192.06 ms [2022-04-04 22:39:34 main:581] : INFO : Epoch 1833 | loss: 0.0311826 | val_loss: 0.0311841 | Time: 2199.45 ms [2022-04-04 22:39:36 main:581] : INFO : Epoch 1834 | loss: 0.0311821 | val_loss: 0.0311847 | Time: 2195.37 ms [2022-04-04 22:39:38 main:581] : INFO : Epoch 1835 | loss: 0.0311823 | val_loss: 0.0311831 | Time: 2196.26 ms [2022-04-04 22:39:40 main:581] : INFO : Epoch 1836 | loss: 0.0311822 | val_loss: 0.0311851 | Time: 2197.12 ms [2022-04-04 22:39:42 main:581] : INFO : Epoch 1837 | loss: 0.0311821 | val_loss: 0.0311829 | Time: 2195 ms [2022-04-04 22:39:45 main:581] : INFO : Epoch 1838 | loss: 0.0311813 | val_loss: 0.0311856 | Time: 2199.07 ms [2022-04-04 22:39:47 main:581] : INFO : Epoch 1839 | loss: 0.031182 | val_loss: 0.0311852 | Time: 2200.79 ms [2022-04-04 22:39:49 main:581] : INFO : Epoch 1840 | loss: 0.0311819 | val_loss: 0.0311846 | Time: 2197.37 ms [2022-04-04 22:39:51 main:581] : INFO : Epoch 1841 | loss: 0.0311842 | val_loss: 0.0311842 | Time: 2195.44 ms [2022-04-04 22:39:53 main:581] : INFO : Epoch 1842 | loss: 0.0311814 | val_loss: 0.0311855 | Time: 2198.21 ms [2022-04-04 22:39:55 main:581] : INFO : Epoch 1843 | loss: 0.0311801 | val_loss: 0.0311829 | Time: 2194.41 ms [2022-04-04 22:39:58 main:581] : INFO : Epoch 1844 | loss: 0.0311802 | val_loss: 0.0311857 | Time: 2197.85 ms [2022-04-04 22:40:00 main:581] : INFO : Epoch 1845 | loss: 0.0311817 | val_loss: 0.0311817 | Time: 2197.44 ms [2022-04-04 22:40:02 main:581] : INFO : Epoch 1846 | loss: 0.0311804 | val_loss: 0.0311829 | Time: 2190.08 ms [2022-04-04 22:40:04 main:581] : INFO : Epoch 1847 | loss: 0.0311801 | val_loss: 0.0311832 | Time: 2190.97 ms [2022-04-04 22:40:07 main:581] : INFO : Epoch 1848 | loss: 0.0311801 | val_loss: 0.0311823 | Time: 2586.35 ms [2022-04-04 22:40:11 main:581] : INFO : Epoch 1849 | loss: 0.0311787 | val_loss: 0.0311817 | Time: 4041.48 ms [2022-04-04 22:40:15 main:581] : INFO : Epoch 1850 | loss: 0.0311808 | val_loss: 0.0311813 | Time: 4154.22 ms [2022-04-04 22:40:20 main:581] : INFO : Epoch 1851 | loss: 0.0311796 | val_loss: 0.0311819 | Time: 4682.38 ms [2022-04-04 22:40:24 main:581] : INFO : Epoch 1852 | loss: 0.0311833 | val_loss: 0.0311872 | Time: 4656.15 ms [2022-04-04 22:40:29 main:581] : INFO : Epoch 1853 | loss: 0.0311885 | val_loss: 0.031189 | Time: 4651.4 ms [2022-04-04 22:40:34 main:581] : INFO : Epoch 1854 | loss: 0.0311904 | val_loss: 0.0311908 | Time: 4717.05 ms [2022-04-04 22:40:38 main:581] : INFO : Epoch 1855 | loss: 0.0311903 | val_loss: 0.0311876 | Time: 4659.27 ms [2022-04-04 22:40:43 main:581] : INFO : Epoch 1856 | loss: 0.0311895 | val_loss: 0.031191 | Time: 4667.05 ms [2022-04-04 22:40:48 main:581] : INFO : Epoch 1857 | loss: 0.0311898 | val_loss: 0.0311913 | Time: 4642.15 ms [2022-04-04 22:40:52 main:581] : INFO : Epoch 1858 | loss: 0.0311883 | val_loss: 0.0311885 | Time: 4657.02 ms [2022-04-04 22:40:57 main:581] : INFO : Epoch 1859 | loss: 0.0311874 | val_loss: 0.0311881 | Time: 4711.3 ms [2022-04-04 22:41:02 main:581] : INFO : Epoch 1860 | loss: 0.0311858 | val_loss: 0.0311866 | Time: 4645.66 ms [2022-04-04 22:41:06 main:581] : INFO : Epoch 1861 | loss: 0.0311852 | val_loss: 0.0311861 | Time: 4609.73 ms [2022-04-04 22:41:11 main:581] : INFO : Epoch 1862 | loss: 0.0311868 | val_loss: 0.0311854 | Time: 4564.43 ms [2022-04-04 22:41:16 main:581] : INFO : Epoch 1863 | loss: 0.0311843 | val_loss: 0.0311843 | Time: 4723.81 ms [2022-04-04 22:41:20 main:581] : INFO : Epoch 1864 | loss: 0.0311833 | val_loss: 0.0311838 | Time: 4654.75 ms [2022-04-04 22:41:25 main:581] : INFO : Epoch 1865 | loss: 0.0311829 | val_loss: 0.0311838 | Time: 4620.16 ms [2022-04-04 22:41:29 main:581] : INFO : Epoch 1866 | loss: 0.0311838 | val_loss: 0.0311837 | Time: 4495.77 ms [2022-04-04 22:41:34 main:581] : INFO : Epoch 1867 | loss: 0.031185 | val_loss: 0.0311828 | Time: 4484.16 ms [2022-04-04 22:41:39 main:581] : INFO : Epoch 1868 | loss: 0.0311847 | val_loss: 0.0311848 | Time: 4618.43 ms [2022-04-04 22:41:43 main:581] : INFO : Epoch 1869 | loss: 0.0311838 | val_loss: 0.0311842 | Time: 4695.94 ms [2022-04-04 22:41:48 main:581] : INFO : Epoch 1870 | loss: 0.0311827 | val_loss: 0.0311816 | Time: 4586.62 ms [2022-04-04 22:41:53 main:581] : INFO : Epoch 1871 | loss: 0.0311812 | val_loss: 0.0311827 | Time: 4680.71 ms [2022-04-04 22:41:57 main:581] : INFO : Epoch 1872 | loss: 0.0311813 | val_loss: 0.0311828 | Time: 4611.49 ms [2022-04-04 22:42:02 main:581] : INFO : Epoch 1873 | loss: 0.0311807 | val_loss: 0.0311828 | Time: 4690.13 ms [2022-04-04 22:42:07 main:581] : INFO : Epoch 1874 | loss: 0.0311805 | val_loss: 0.0311818 | Time: 4729.41 ms [2022-04-04 22:42:11 main:581] : INFO : Epoch 1875 | loss: 0.0311806 | val_loss: 0.0311811 | Time: 4678 ms [2022-04-04 22:42:16 main:581] : INFO : Epoch 1876 | loss: 0.03118 | val_loss: 0.0311819 | Time: 4681.35 ms [2022-04-04 22:42:20 main:581] : INFO : Epoch 1877 | loss: 0.0311828 | val_loss: 0.0311834 | Time: 4589.52 ms [2022-04-04 22:42:25 main:581] : INFO : Epoch 1878 | loss: 0.0311861 | val_loss: 0.0311872 | Time: 4668.21 ms [2022-04-04 22:42:30 main:581] : INFO : Epoch 1879 | loss: 0.0311839 | val_loss: 0.0311806 | Time: 4613.55 ms [2022-04-04 22:42:34 main:581] : INFO : Epoch 1880 | loss: 0.0311828 | val_loss: 0.0311822 | Time: 4572.42 ms [2022-04-04 22:42:39 main:581] : INFO : Epoch 1881 | loss: 0.0311813 | val_loss: 0.0311806 | Time: 4675.88 ms [2022-04-04 22:42:44 main:581] : INFO : Epoch 1882 | loss: 0.0311803 | val_loss: 0.0311811 | Time: 4705.67 ms [2022-04-04 22:42:48 main:581] : INFO : Epoch 1883 | loss: 0.0311802 | val_loss: 0.0311811 | Time: 4667.71 ms [2022-04-04 22:42:53 main:581] : INFO : Epoch 1884 | loss: 0.03118 | val_loss: 0.0311812 | Time: 4713.96 ms [2022-04-04 22:42:58 main:581] : INFO : Epoch 1885 | loss: 0.0311803 | val_loss: 0.0311804 | Time: 4692.2 ms [2022-04-04 22:43:03 main:581] : INFO : Epoch 1886 | loss: 0.0311801 | val_loss: 0.0311819 | Time: 4722.76 ms [2022-04-04 22:43:07 main:581] : INFO : Epoch 1887 | loss: 0.0311812 | val_loss: 0.0311796 | Time: 4633.72 ms [2022-04-04 22:43:12 main:581] : INFO : Epoch 1888 | loss: 0.0311806 | val_loss: 0.0311839 | Time: 4666.93 ms [2022-04-04 22:43:16 main:581] : INFO : Epoch 1889 | loss: 0.0311819 | val_loss: 0.0311813 | Time: 4643.77 ms [2022-04-04 22:43:21 main:581] : INFO : Epoch 1890 | loss: 0.0311793 | val_loss: 0.0311814 | Time: 4615.72 ms [2022-04-04 22:43:26 main:581] : INFO : Epoch 1891 | loss: 0.0311797 | val_loss: 0.0311818 | Time: 4621.97 ms [2022-04-04 22:43:30 main:581] : INFO : Epoch 1892 | loss: 0.0311794 | val_loss: 0.0311818 | Time: 4633.93 ms [2022-04-04 22:43:35 main:581] : INFO : Epoch 1893 | loss: 0.0311782 | val_loss: 0.0311822 | Time: 4544.06 ms [2022-04-04 22:43:40 main:581] : INFO : Epoch 1894 | loss: 0.0311782 | val_loss: 0.0311858 | Time: 4592.91 ms [2022-04-04 22:43:44 main:581] : INFO : Epoch 1895 | loss: 0.0311791 | val_loss: 0.0311856 | Time: 4575.08 ms [2022-04-04 22:43:49 main:581] : INFO : Epoch 1896 | loss: 0.0311804 | val_loss: 0.0311809 | Time: 4678.06 ms [2022-04-04 22:43:53 main:581] : INFO : Epoch 1897 | loss: 0.0311782 | val_loss: 0.0311821 | Time: 4582.75 ms [2022-04-04 22:43:58 main:581] : INFO : Epoch 1898 | loss: 0.0311782 | val_loss: 0.0311814 | Time: 4697.5 ms [2022-04-04 22:44:03 main:581] : INFO : Epoch 1899 | loss: 0.031179 | val_loss: 0.0311823 | Time: 4692.26 ms [2022-04-04 22:44:07 main:581] : INFO : Epoch 1900 | loss: 0.0311794 | val_loss: 0.0311825 | Time: 4602.91 ms [2022-04-04 22:44:12 main:581] : INFO : Epoch 1901 | loss: 0.0311821 | val_loss: 0.0311797 | Time: 4593.36 ms [2022-04-04 22:44:16 main:581] : INFO : Epoch 1902 | loss: 0.0311807 | val_loss: 0.0311812 | Time: 4463.29 ms [2022-04-04 22:44:20 main:581] : INFO : Epoch 1903 | loss: 0.0311808 | val_loss: 0.0311807 | Time: 3745.12 ms [2022-04-04 22:44:23 main:581] : INFO : Epoch 1904 | loss: 0.0311818 | val_loss: 0.031188 | Time: 3311.68 ms [2022-04-04 22:44:26 main:581] : INFO : Epoch 1905 | loss: 0.0311854 | val_loss: 0.0311837 | Time: 3017.93 ms [2022-04-04 22:44:29 main:581] : INFO : Epoch 1906 | loss: 0.0311829 | val_loss: 0.0311834 | Time: 2913.41 ms [2022-04-04 22:44:32 main:581] : INFO : Epoch 1907 | loss: 0.0311816 | val_loss: 0.0311821 | Time: 2783.09 ms [2022-04-04 22:44:36 main:581] : INFO : Epoch 1908 | loss: 0.0311802 | val_loss: 0.0311835 | Time: 3363.76 ms [2022-04-04 22:44:39 main:581] : INFO : Epoch 1909 | loss: 0.0311799 | val_loss: 0.0311818 | Time: 3039.54 ms [2022-04-04 22:44:42 main:581] : INFO : Epoch 1910 | loss: 0.0311795 | val_loss: 0.0311816 | Time: 3267.25 ms [2022-04-04 22:44:45 main:581] : INFO : Epoch 1911 | loss: 0.0311819 | val_loss: 0.0311841 | Time: 2684.32 ms [2022-04-04 22:44:47 main:581] : INFO : Epoch 1912 | loss: 0.0311811 | val_loss: 0.0311814 | Time: 2708.33 ms [2022-04-04 22:44:51 main:581] : INFO : Epoch 1913 | loss: 0.0311775 | val_loss: 0.0311809 | Time: 4012.31 ms [2022-04-04 22:44:54 main:581] : INFO : Epoch 1914 | loss: 0.0311791 | val_loss: 0.03118 | Time: 2926.49 ms [2022-04-04 22:44:59 main:581] : INFO : Epoch 1915 | loss: 0.0311788 | val_loss: 0.0311799 | Time: 4579.88 ms [2022-04-04 22:45:02 main:581] : INFO : Epoch 1916 | loss: 0.0311779 | val_loss: 0.0311814 | Time: 3250.61 ms [2022-04-04 22:45:05 main:581] : INFO : Epoch 1917 | loss: 0.0311775 | val_loss: 0.0311796 | Time: 3077.69 ms [2022-04-04 22:45:08 main:581] : INFO : Epoch 1918 | loss: 0.0311783 | val_loss: 0.0311774 | Time: 2669.82 ms [2022-04-04 22:45:10 main:581] : INFO : Epoch 1919 | loss: 0.0311783 | val_loss: 0.0311783 | Time: 2670.09 ms [2022-04-04 22:45:13 main:581] : INFO : Epoch 1920 | loss: 0.031177 | val_loss: 0.0311786 | Time: 2664.77 ms [2022-04-04 22:45:16 main:581] : INFO : Epoch 1921 | loss: 0.0311779 | val_loss: 0.0311835 | Time: 2663.67 ms [2022-04-04 22:45:18 main:581] : INFO : Epoch 1922 | loss: 0.0311775 | val_loss: 0.031182 | Time: 2656.92 ms [2022-04-04 22:45:21 main:581] : INFO : Epoch 1923 | loss: 0.0311771 | val_loss: 0.0311806 | Time: 2645.56 ms [2022-04-04 22:45:24 main:581] : INFO : Epoch 1924 | loss: 0.0311788 | val_loss: 0.03118 | Time: 2638.47 ms [2022-04-04 22:45:26 main:581] : INFO : Epoch 1925 | loss: 0.031178 | val_loss: 0.0311784 | Time: 2632.24 ms [2022-04-04 22:45:29 main:581] : INFO : Epoch 1926 | loss: 0.0311763 | val_loss: 0.0311779 | Time: 2596.21 ms [2022-04-04 22:45:31 main:581] : INFO : Epoch 1927 | loss: 0.0311754 | val_loss: 0.0311798 | Time: 2517.46 ms [2022-04-04 22:45:34 main:581] : INFO : Epoch 1928 | loss: 0.0311756 | val_loss: 0.0311795 | Time: 2448.66 ms [2022-04-04 22:45:36 main:581] : INFO : Epoch 1929 | loss: 0.0311789 | val_loss: 0.0311779 | Time: 2482.64 ms [2022-04-04 22:45:39 main:581] : INFO : Epoch 1930 | loss: 0.0311769 | val_loss: 0.0311805 | Time: 2362.47 ms [2022-04-04 22:45:41 main:581] : INFO : Epoch 1931 | loss: 0.0311767 | val_loss: 0.0311817 | Time: 2368.4 ms [2022-04-04 22:45:43 main:581] : INFO : Epoch 1932 | loss: 0.0311771 | val_loss: 0.0311802 | Time: 2350.2 ms [2022-04-04 22:45:46 main:581] : INFO : Epoch 1933 | loss: 0.0311776 | val_loss: 0.031183 | Time: 2277.76 ms [2022-04-04 22:45:48 main:581] : INFO : Epoch 1934 | loss: 0.0311775 | val_loss: 0.0311857 | Time: 2213.1 ms [2022-04-04 22:45:50 main:581] : INFO : Epoch 1935 | loss: 0.0311758 | val_loss: 0.031179 | Time: 2214.15 ms [2022-04-04 22:45:52 main:581] : INFO : Epoch 1936 | loss: 0.0311746 | val_loss: 0.0311814 | Time: 2217.22 ms [2022-04-04 22:45:55 main:581] : INFO : Epoch 1937 | loss: 0.0311756 | val_loss: 0.0311806 | Time: 2211.3 ms [2022-04-04 22:45:57 main:581] : INFO : Epoch 1938 | loss: 0.0311754 | val_loss: 0.0311805 | Time: 2189.12 ms [2022-04-04 22:45:59 main:581] : INFO : Epoch 1939 | loss: 0.0311754 | val_loss: 0.0311793 | Time: 2191.28 ms [2022-04-04 22:46:02 main:581] : INFO : Epoch 1940 | loss: 0.0311738 | val_loss: 0.0311785 | Time: 2625.02 ms [2022-04-04 22:46:06 main:581] : INFO : Epoch 1941 | loss: 0.0311737 | val_loss: 0.0311788 | Time: 4040.15 ms [2022-04-04 22:46:10 main:581] : INFO : Epoch 1942 | loss: 0.0311729 | val_loss: 0.0311779 | Time: 4127.72 ms [2022-04-04 22:46:14 main:581] : INFO : Epoch 1943 | loss: 0.0311728 | val_loss: 0.0311795 | Time: 4703.39 ms [2022-04-04 22:46:19 main:581] : INFO : Epoch 1944 | loss: 0.0311741 | val_loss: 0.0311785 | Time: 4688.3 ms [2022-04-04 22:46:24 main:581] : INFO : Epoch 1945 | loss: 0.0311757 | val_loss: 0.0311831 | Time: 4679.24 ms [2022-04-04 22:46:29 main:581] : INFO : Epoch 1946 | loss: 0.0311739 | val_loss: 0.0311818 | Time: 4675.47 ms [2022-04-04 22:46:33 main:581] : INFO : Epoch 1947 | loss: 0.0311723 | val_loss: 0.0311768 | Time: 4604.06 ms [2022-04-04 22:46:38 main:581] : INFO : Epoch 1948 | loss: 0.0311736 | val_loss: 0.0311785 | Time: 4745.64 ms [2022-04-04 22:46:43 main:581] : INFO : Epoch 1949 | loss: 0.031177 | val_loss: 0.0311834 | Time: 4707.73 ms [2022-04-04 22:46:47 main:581] : INFO : Epoch 1950 | loss: 0.0311756 | val_loss: 0.0311779 | Time: 4516.81 ms [2022-04-04 22:46:52 main:581] : INFO : Epoch 1951 | loss: 0.0311744 | val_loss: 0.0311778 | Time: 4673.07 ms [2022-04-04 22:46:56 main:581] : INFO : Epoch 1952 | loss: 0.0311742 | val_loss: 0.031178 | Time: 4575.03 ms [2022-04-04 22:47:01 main:581] : INFO : Epoch 1953 | loss: 0.0311739 | val_loss: 0.0311797 | Time: 4631.29 ms [2022-04-04 22:47:06 main:581] : INFO : Epoch 1954 | loss: 0.031174 | val_loss: 0.0311797 | Time: 4696.19 ms [2022-04-04 22:47:10 main:581] : INFO : Epoch 1955 | loss: 0.0311734 | val_loss: 0.0311816 | Time: 4653.79 ms [2022-04-04 22:47:15 main:581] : INFO : Epoch 1956 | loss: 0.0311768 | val_loss: 0.0311798 | Time: 4666.98 ms [2022-04-04 22:47:20 main:581] : INFO : Epoch 1957 | loss: 0.0311752 | val_loss: 0.0311797 | Time: 4662.01 ms [2022-04-04 22:47:24 main:581] : INFO : Epoch 1958 | loss: 0.0311747 | val_loss: 0.0311779 | Time: 4638.26 ms [2022-04-04 22:47:29 main:581] : INFO : Epoch 1959 | loss: 0.0311732 | val_loss: 0.0311779 | Time: 4695.46 ms [2022-04-04 22:47:34 main:581] : INFO : Epoch 1960 | loss: 0.0311727 | val_loss: 0.0311769 | Time: 4621.93 ms [2022-04-04 22:47:38 main:581] : INFO : Epoch 1961 | loss: 0.0311721 | val_loss: 0.0311801 | Time: 4623.1 ms [2022-04-04 22:47:43 main:581] : INFO : Epoch 1962 | loss: 0.031173 | val_loss: 0.03118 | Time: 4555.62 ms [2022-04-04 22:47:48 main:581] : INFO : Epoch 1963 | loss: 0.0311744 | val_loss: 0.0311809 | Time: 4713.15 ms [2022-04-04 22:47:52 main:581] : INFO : Epoch 1964 | loss: 0.0311741 | val_loss: 0.0311786 | Time: 4720.57 ms [2022-04-04 22:47:57 main:581] : INFO : Epoch 1965 | loss: 0.0311727 | val_loss: 0.0311786 | Time: 4622.91 ms [2022-04-04 22:48:02 main:581] : INFO : Epoch 1966 | loss: 0.0311748 | val_loss: 0.0311817 | Time: 4722.39 ms [2022-04-04 22:48:06 main:581] : INFO : Epoch 1967 | loss: 0.0311759 | val_loss: 0.0311821 | Time: 4703.62 ms [2022-04-04 22:48:11 main:581] : INFO : Epoch 1968 | loss: 0.0311761 | val_loss: 0.0311839 | Time: 4649.34 ms [2022-04-04 22:48:16 main:581] : INFO : Epoch 1969 | loss: 0.0311769 | val_loss: 0.0311782 | Time: 4692.91 ms [2022-04-04 22:48:20 main:581] : INFO : Epoch 1970 | loss: 0.0311738 | val_loss: 0.0311784 | Time: 4607.29 ms [2022-04-04 22:48:25 main:581] : INFO : Epoch 1971 | loss: 0.0311723 | val_loss: 0.0311798 | Time: 4710.18 ms [2022-04-04 22:48:30 main:581] : INFO : Epoch 1972 | loss: 0.0311731 | val_loss: 0.0311808 | Time: 4639.26 ms [2022-04-04 22:48:34 main:581] : INFO : Epoch 1973 | loss: 0.0311746 | val_loss: 0.0311801 | Time: 4561.7 ms [2022-04-04 22:48:39 main:581] : INFO : Epoch 1974 | loss: 0.0311739 | val_loss: 0.0311787 | Time: 4594.95 ms [2022-04-04 22:48:43 main:581] : INFO : Epoch 1975 | loss: 0.0311728 | val_loss: 0.0311801 | Time: 4632.47 ms [2022-04-04 22:48:48 main:581] : INFO : Epoch 1976 | loss: 0.0311716 | val_loss: 0.0311814 | Time: 4724.41 ms [2022-04-04 22:48:53 main:581] : INFO : Epoch 1977 | loss: 0.031171 | val_loss: 0.0311807 | Time: 4642.28 ms [2022-04-04 22:48:57 main:581] : INFO : Epoch 1978 | loss: 0.0311748 | val_loss: 0.0311828 | Time: 4655.59 ms [2022-04-04 22:49:02 main:581] : INFO : Epoch 1979 | loss: 0.0311744 | val_loss: 0.0311825 | Time: 4661.76 ms [2022-04-04 22:49:07 main:581] : INFO : Epoch 1980 | loss: 0.0311713 | val_loss: 0.03118 | Time: 4624.55 ms [2022-04-04 22:49:11 main:581] : INFO : Epoch 1981 | loss: 0.0311723 | val_loss: 0.0311802 | Time: 4567.7 ms [2022-04-04 22:49:16 main:581] : INFO : Epoch 1982 | loss: 0.0311696 | val_loss: 0.0311784 | Time: 4585.42 ms [2022-04-04 22:49:21 main:581] : INFO : Epoch 1983 | loss: 0.0311734 | val_loss: 0.0311849 | Time: 4640.64 ms [2022-04-04 22:49:25 main:581] : INFO : Epoch 1984 | loss: 0.0311752 | val_loss: 0.0311806 | Time: 4626.13 ms [2022-04-04 22:49:30 main:581] : INFO : Epoch 1985 | loss: 0.0311748 | val_loss: 0.0311782 | Time: 4661.77 ms [2022-04-04 22:49:35 main:581] : INFO : Epoch 1986 | loss: 0.0311731 | val_loss: 0.03118 | Time: 4737.01 ms [2022-04-04 22:49:39 main:581] : INFO : Epoch 1987 | loss: 0.0311733 | val_loss: 0.0311774 | Time: 4658.45 ms [2022-04-04 22:49:44 main:581] : INFO : Epoch 1988 | loss: 0.0311724 | val_loss: 0.0311819 | Time: 4653.44 ms [2022-04-04 22:49:48 main:581] : INFO : Epoch 1989 | loss: 0.0311724 | val_loss: 0.0311777 | Time: 4643.7 ms [2022-04-04 22:49:53 main:581] : INFO : Epoch 1990 | loss: 0.0311724 | val_loss: 0.0311777 | Time: 4696.4 ms [2022-04-04 22:49:58 main:581] : INFO : Epoch 1991 | loss: 0.0311769 | val_loss: 0.0311829 | Time: 4693.09 ms [2022-04-04 22:50:03 main:581] : INFO : Epoch 1992 | loss: 0.0311751 | val_loss: 0.031181 | Time: 4670.47 ms [2022-04-04 22:50:07 main:581] : INFO : Epoch 1993 | loss: 0.0311728 | val_loss: 0.0311773 | Time: 4654.14 ms [2022-04-04 22:50:12 main:581] : INFO : Epoch 1994 | loss: 0.0311751 | val_loss: 0.0311814 | Time: 4698.83 ms [2022-04-04 22:50:16 main:581] : INFO : Epoch 1995 | loss: 0.0311734 | val_loss: 0.0311775 | Time: 4291.07 ms [2022-04-04 22:50:20 main:581] : INFO : Epoch 1996 | loss: 0.0311737 | val_loss: 0.0311831 | Time: 4120.13 ms [2022-04-04 22:50:25 main:581] : INFO : Epoch 1997 | loss: 0.0311729 | val_loss: 0.0311763 | Time: 4310.27 ms [2022-04-04 22:50:28 main:581] : INFO : Epoch 1998 | loss: 0.0311723 | val_loss: 0.031176 | Time: 3495.01 ms [2022-04-04 22:50:31 main:581] : INFO : Epoch 1999 | loss: 0.0311722 | val_loss: 0.0311781 | Time: 3081.57 ms [2022-04-04 22:50:34 main:581] : INFO : Epoch 2000 | loss: 0.0311711 | val_loss: 0.0311782 | Time: 3008.63 ms [2022-04-04 22:50:37 main:581] : INFO : Epoch 2001 | loss: 0.0311713 | val_loss: 0.0311775 | Time: 3015.79 ms [2022-04-04 22:50:40 main:581] : INFO : Epoch 2002 | loss: 0.0311695 | val_loss: 0.0311796 | Time: 2808.8 ms [2022-04-04 22:50:43 main:581] : INFO : Epoch 2003 | loss: 0.0311696 | val_loss: 0.0311784 | Time: 3249.97 ms [2022-04-04 22:50:46 main:581] : INFO : Epoch 2004 | loss: 0.0311705 | val_loss: 0.0311818 | Time: 2798.68 ms [2022-04-04 22:50:50 main:581] : INFO : Epoch 2005 | loss: 0.0311711 | val_loss: 0.0311766 | Time: 3533.03 ms [2022-04-04 22:50:52 main:581] : INFO : Epoch 2006 | loss: 0.0311718 | val_loss: 0.0311795 | Time: 2685.6 ms [2022-04-04 22:50:55 main:581] : INFO : Epoch 2007 | loss: 0.031175 | val_loss: 0.0311782 | Time: 2680.19 ms [2022-04-04 22:50:58 main:581] : INFO : Epoch 2008 | loss: 0.0311746 | val_loss: 0.0311802 | Time: 2672.75 ms [2022-04-04 22:51:00 main:581] : INFO : Epoch 2009 | loss: 0.031173 | val_loss: 0.0311777 | Time: 2668.34 ms [2022-04-04 22:51:03 main:581] : INFO : Epoch 2010 | loss: 0.0311711 | val_loss: 0.0311763 | Time: 2672.56 ms [2022-04-04 22:51:06 main:581] : INFO : Epoch 2011 | loss: 0.0311698 | val_loss: 0.0311775 | Time: 2667.43 ms [2022-04-04 22:51:08 main:581] : INFO : Epoch 2012 | loss: 0.0311711 | val_loss: 0.0311766 | Time: 2665.96 ms [2022-04-04 22:51:11 main:581] : INFO : Epoch 2013 | loss: 0.0311693 | val_loss: 0.0311789 | Time: 2662.92 ms [2022-04-04 22:51:14 main:581] : INFO : Epoch 2014 | loss: 0.0311749 | val_loss: 0.031181 | Time: 2651.95 ms [2022-04-04 22:51:16 main:581] : INFO : Epoch 2015 | loss: 0.031177 | val_loss: 0.0311808 | Time: 2643.46 ms [2022-04-04 22:51:19 main:581] : INFO : Epoch 2016 | loss: 0.0311743 | val_loss: 0.0311766 | Time: 2636.44 ms [2022-04-04 22:51:22 main:581] : INFO : Epoch 2017 | loss: 0.0311737 | val_loss: 0.0311761 | Time: 2638.04 ms [2022-04-04 22:51:24 main:581] : INFO : Epoch 2018 | loss: 0.0311736 | val_loss: 0.0311764 | Time: 2634.77 ms [2022-04-04 22:51:27 main:581] : INFO : Epoch 2019 | loss: 0.0311741 | val_loss: 0.0311764 | Time: 2625.87 ms [2022-04-04 22:51:29 main:581] : INFO : Epoch 2020 | loss: 0.0311731 | val_loss: 0.031176 | Time: 2626.16 ms [2022-04-04 22:51:32 main:581] : INFO : Epoch 2021 | loss: 0.0311725 | val_loss: 0.0311775 | Time: 2618.35 ms [2022-04-04 22:51:35 main:581] : INFO : Epoch 2022 | loss: 0.0311737 | val_loss: 0.0311761 | Time: 2614 ms [2022-04-04 22:51:37 main:581] : INFO : Epoch 2023 | loss: 0.0311726 | val_loss: 0.0311756 | Time: 2545.92 ms [2022-04-04 22:51:40 main:581] : INFO : Epoch 2024 | loss: 0.0311727 | val_loss: 0.0311833 | Time: 2481.07 ms [2022-04-04 22:51:42 main:581] : INFO : Epoch 2025 | loss: 0.0311817 | val_loss: 0.0311797 | Time: 2394.98 ms [2022-04-04 22:51:44 main:581] : INFO : Epoch 2026 | loss: 0.031186 | val_loss: 0.0311881 | Time: 2212.88 ms [2022-04-04 22:51:47 main:581] : INFO : Epoch 2027 | loss: 0.0311881 | val_loss: 0.0311846 | Time: 2191.72 ms [2022-04-04 22:51:49 main:581] : INFO : Epoch 2028 | loss: 0.0311848 | val_loss: 0.0311838 | Time: 2197.38 ms [2022-04-04 22:51:51 main:581] : INFO : Epoch 2029 | loss: 0.0311857 | val_loss: 0.0311837 | Time: 2192.44 ms [2022-04-04 22:51:53 main:581] : INFO : Epoch 2030 | loss: 0.0311813 | val_loss: 0.0311814 | Time: 2224.62 ms [2022-04-04 22:51:57 main:581] : INFO : Epoch 2031 | loss: 0.0311799 | val_loss: 0.0311832 | Time: 3971.16 ms [2022-04-04 22:52:01 main:581] : INFO : Epoch 2032 | loss: 0.0311796 | val_loss: 0.0311803 | Time: 4049.92 ms [2022-04-04 22:52:06 main:581] : INFO : Epoch 2033 | loss: 0.0311797 | val_loss: 0.0311814 | Time: 4646.98 ms [2022-04-04 22:52:11 main:581] : INFO : Epoch 2034 | loss: 0.0311826 | val_loss: 0.0311824 | Time: 4739.84 ms [2022-04-04 22:52:15 main:581] : INFO : Epoch 2035 | loss: 0.0311783 | val_loss: 0.0311803 | Time: 4692.64 ms [2022-04-04 22:52:20 main:581] : INFO : Epoch 2036 | loss: 0.0311777 | val_loss: 0.0311839 | Time: 4680.46 ms [2022-04-04 22:52:25 main:581] : INFO : Epoch 2037 | loss: 0.0311782 | val_loss: 0.0311794 | Time: 4654.58 ms [2022-04-04 22:52:29 main:581] : INFO : Epoch 2038 | loss: 0.0311778 | val_loss: 0.0311816 | Time: 4670.71 ms [2022-04-04 22:52:34 main:581] : INFO : Epoch 2039 | loss: 0.0311766 | val_loss: 0.0311793 | Time: 4640.8 ms [2022-04-04 22:52:39 main:581] : INFO : Epoch 2040 | loss: 0.0311753 | val_loss: 0.0311787 | Time: 4692.15 ms [2022-04-04 22:52:43 main:581] : INFO : Epoch 2041 | loss: 0.031175 | val_loss: 0.0311781 | Time: 4579.03 ms [2022-04-04 22:52:48 main:581] : INFO : Epoch 2042 | loss: 0.0311737 | val_loss: 0.0311779 | Time: 4697.93 ms [2022-04-04 22:52:52 main:581] : INFO : Epoch 2043 | loss: 0.0311731 | val_loss: 0.0311767 | Time: 4582.19 ms [2022-04-04 22:52:57 main:581] : INFO : Epoch 2044 | loss: 0.0311742 | val_loss: 0.0311794 | Time: 4681.5 ms [2022-04-04 22:53:02 main:581] : INFO : Epoch 2045 | loss: 0.0311751 | val_loss: 0.0311815 | Time: 4722 ms [2022-04-04 22:53:07 main:581] : INFO : Epoch 2046 | loss: 0.0311763 | val_loss: 0.0311767 | Time: 4683.44 ms [2022-04-04 22:53:11 main:581] : INFO : Epoch 2047 | loss: 0.0311741 | val_loss: 0.0311802 | Time: 4736.72 ms [2022-04-04 22:53:16 main:581] : INFO : Epoch 2048 | loss: 0.0311732 | val_loss: 0.0311768 | Time: 4653.01 ms [2022-04-04 22:53:16 main:604] : INFO : Saving trained model to model-final.pt, val_loss 0.0311768 [2022-04-04 22:53:16 main:610] : INFO : Saving end state to config to file [2022-04-04 22:53:16 main:615] : INFO : Success, exiting.. 22:53:16 (1573847): called boinc_finish(0) </stderr_txt> ]]>
©2022 MLC@Home Team
A project of the Cognition, Robotics, and Learning (CORAL) Lab at the University of Maryland, Baltimore County (UMBC)